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Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Ultralytics is the strongest overall pick here because it has a 100/100 readiness score and fits Multimodal media.

Strongest overall

Ultralytics

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Ultralytics

Best first install candidate based on install readiness and adoption.

Freshest repo

Ultralytics

Most recent maintenance signal among this shortlist.

SignalPytorch Grad Cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

Ultralytics

Ultralytics YOLO 🚀

Sahi

Framework agnostic sliced/tiled inference + interactive ui + error analysis plots

Supervision

We write your reusable computer vision tools. 💜

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption13K stars
0 installs
58K stars
0 installs
5.3K stars
0 installs
44K stars
0 installs
FreshnessJun 14, 2026Jun 16, 2026Jun 8, 2026Jun 16, 2026
Use-case fit
Multimodal mediaCoding agentsRAG and knowledge
Multimodal mediaCoding agentsRAG and knowledge
Coding agentsRAG and knowledgeBrowser automation
Multimodal mediaCoding agentsRAG and knowledge
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsMultimodal media workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add jacobgil/pytorch-grad-cam
$ npx skills add ultralytics/ultralytics
$ npx skills add obss/sahi
$ npx skills add roboflow/supervision